Coherent Integration for Radar High-Speed Maneuvering Target Based on Frequency-Domain Second-Order Phase Difference

In recent years, target detection has drawn increasing attention in the field of radar signal processing. In this paper, we address the problem of coherent integration for detecting high-speed maneuvering targets, involving range migration (RM), quadratic RM (QRM), and Doppler frequency migration (DFM) within the coherent processing interval. We propose a novel coherent integration algorithm based on the frequency-domain second-order phase difference (FD-SoPD) approach. First, we use the FD-SoPD operation to reduce the signal from three to two dimensions and simultaneously eliminate the effects of QRM and DFM, which leads to signal-to-noise ratio improvement in the velocity-acceleration domain. Next, we estimate the target motion parameters from the peak position without the need for a search procedure. We show that this algorithm can be easily implemented by using complex multiplications combined with fast Fourier transform (FFT) and inverse FFT (IFFT) operations. We perform comparisons with several representative algorithms and show that the proposed technique can be used to achieve a good trade-off between computational complexity and detection performance. We present both simulated and experimental data to demonstrate the effectiveness of the proposed method.

[1]  Qing Huo Liu,et al.  Parameterized Centroid Frequency-Chirp Rate Distribution for LFM Signal Analysis and Mechanisms of Constant Delay Introduction , 2017, IEEE Transactions on Signal Processing.

[2]  Jian Xie,et al.  Detection of constant radial acceleration weak target via IAR-FRFT , 2015, IEEE Transactions on Aerospace and Electronic Systems.

[3]  Marco Lops,et al.  Biparametric CFAR procedures for lognormal clutter , 1993 .

[4]  Gang Li,et al.  Doppler Keystone Transform: An Approach Suitable for Parallel Implementation of SAR Moving Target Imaging , 2008, IEEE Geoscience and Remote Sensing Letters.

[5]  Qing Huo Liu,et al.  Radar High-Speed Maneuvering Target Detection Based on Three-Dimensional Scaled Transform , 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[6]  Mengdao Xing,et al.  Keystone transformation of the Wigner-Ville distribution for analysis of multicomponent LFM signals , 2009, Signal Process..

[7]  Qing Huo Liu,et al.  Radar High-Speed Target Detection Based on the Scaled Inverse Fourier Transform , 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[8]  Mengdao Xing,et al.  Robust Ground Moving-Target Imaging Using Deramp–Keystone Processing , 2013, IEEE Transactions on Geoscience and Remote Sensing.

[9]  Tao Su,et al.  Novel Fast Coherent Detection Algorithm for Radar Maneuvering Target With Jerk Motion , 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[10]  Wei Yi,et al.  A Fast Maneuvering Target Motion Parameters Estimation Algorithm Based on ACCF , 2015, IEEE Signal Processing Letters.

[11]  Zhi Sun,et al.  Computationally efficient coherent detection and parameter estimation algorithm for maneuvering target , 2019, Signal Process..

[12]  Wei Yi,et al.  A low complexity coherent integration method for maneuvering target detection , 2016, Digit. Signal Process..

[13]  Wei Yi,et al.  Fast coherent integration for maneuvering target with high-order range migration via TRT-SKT-LVD , 2016, IEEE Transactions on Aerospace and Electronic Systems.

[14]  Yingning Peng,et al.  Radon-Fourier Transform for Radar Target Detection, I: Generalized Doppler Filter Bank , 2011, IEEE Transactions on Aerospace and Electronic Systems.

[15]  Wei Yi,et al.  Fast Non-Searching Method for Maneuvering Target Detection and Motion Parameters Estimation , 2016, IEEE Transactions on Signal Processing.

[16]  Dong Yang,et al.  A New Method for Radar High-Speed Maneuvering Weak Target Detection and Imaging , 2014, IEEE Geoscience and Remote Sensing Letters.

[17]  Daiyin Zhu,et al.  A Keystone Transform Without Interpolation for SAR Ground Moving-Target Imaging , 2007, IEEE Geoscience and Remote Sensing Letters.

[18]  Mengdao Xing,et al.  Lv's Distribution: Principle, Implementation, Properties, and Performance , 2011, IEEE Transactions on Signal Processing.

[19]  Tao Su,et al.  Fast implementation of scaled inverse Fourier transform for high-speed radar target detection , 2017 .

[20]  Zhi Sun,et al.  A Coherent Detection and Velocity Estimation Algorithm for the High-Speed Target Based on the Modified Location Rotation Transform , 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[21]  Yakun Lv,et al.  An Inverse Synthetic Aperture Ladar Imaging Algorithm of Maneuvering Target Based on Integral Cubic Phase Function-Fractional Fourier Transform , 2018, Electronics.

[22]  D. Kirkland Imaging moving targets using the second-order keystone transform , 2011 .

[23]  You He,et al.  Maneuvering Target Detection via Radon-Fractional Fourier Transform-Based Long-Time Coherent Integration , 2014, IEEE Transactions on Signal Processing.

[24]  Yingning Peng,et al.  Radar Maneuvering Target Motion Estimation Based on Generalized Radon-Fourier Transform , 2012, IEEE Transactions on Signal Processing.

[25]  Wei Yi,et al.  Radar maneuvering target detection and motion parameter estimation based on TRT-SGRFT , 2017, Signal Process..

[26]  Qing Huo Liu,et al.  Radar High-Speed Target Detection Based on the Frequency-Domain Deramp-Keystone Transform , 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[27]  Ran Tao,et al.  Detection of high-speed and accelerated target based on the linear frequency modulation radar , 2014 .

[28]  Xiang-Gen Xia,et al.  Long-Time Coherent Integration for Weak Maneuvering Target Detection and High-Order Motion Parameter Estimation Based on Keystone Transform , 2016, IEEE Transactions on Signal Processing.

[29]  Yang Sun,et al.  An SAR-ISAR Hybrid Imaging Method for Ship Targets Based on FDE-AJTF Decomposition , 2018 .

[30]  Qing Huo Liu,et al.  ISAR Imaging of Targets With Complex Motion Based on the Chirp Rate–Quadratic Chirp Rate Distribution , 2014, IEEE Transactions on Geoscience and Remote Sensing.

[31]  Yingning Peng,et al.  Radon-Fourier Transform for Radar Target Detection (II): Blind Speed Sidelobe Suppression , 2011, IEEE Transactions on Aerospace and Electronic Systems.

[32]  Guisheng Liao,et al.  Fast non-searching method for ground moving target refocusing and motion parameters estimation , 2018, Digit. Signal Process..

[33]  Andon Lazarov,et al.  ISAR geometry, signal model, and image processing algorithms , 2017 .

[34]  Wei Yi,et al.  Manoeuvring target detection based on keystone transform and Lv's distribution , 2016 .

[35]  Jin Ping Sun,et al.  Polynomial Radon-Polynomial Fourier Transform for Near Space Hypersonic Maneuvering Target Detection , 2018, IEEE Transactions on Aerospace and Electronic Systems.

[36]  Wei Yi,et al.  Coherent Integration for Maneuvering Target Detection Based on Radon-Lv’s Distribution , 2015, IEEE Signal Processing Letters.